Basic Statistics

Raw Counts

Name Value
Rows 28,652,764
Columns 19
Discrete columns 17
Continuous columns 2
All missing columns 0
Missing observations 62,448,924
Complete Rows 1,039,965
Total observations 544,402,516
Memory allocation 4.1 Gb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

## 2 columns ignored with more than 100 categories.
## res_county: 1034 categories
## county_fips_code: 1532 categories

QQ Plot

## Warning: Removed 1242 rows containing non-finite values (stat_qq).
## Warning: Removed 1242 rows containing non-finite values (stat_qq_line).

Correlation Analysis

## 2 features with more than 100 categories ignored!
## res_county: 528 categories
## county_fips_code: 716 categories
## Warning in cor(x = structure(list(case_positive_specimen_interval = c(1, : the standard
## deviation is zero

Principal Component Analysis

## 2 features with more than 100 categories ignored!
## res_county: 528 categories
## county_fips_code: 716 categories
## Warning in plot_prcomp(data = structure(list(case_month = c("2021-05", "2020-11", : The following features are dropped due to zero variance:
##  * symptom_status_Symptomatic